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Knowledge Graph Convolutional Networks for Recommender Systems
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1109/tkde.2017.2754499openalex-snapshot
Knowledge Graph Embedding: A Survey of Approaches and Applications
inferredcites →https://doi.org/10.1145/1401890.1401944openalex-snapshot
Factorization meets the neighborhood
inferredcites →https://doi.org/10.1145/2168752.2168771openalex-snapshot
Factorization Machines with libFM
inferredcites →https://doi.org/10.1145/2556195.2556259openalex-snapshot
Personalized entity recommendation
inferredcites →https://doi.org/10.1145/2623330.2623758openalex-snapshot
Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)
inferredcites →https://doi.org/10.1145/2939672.2939673openalex-snapshot
Collaborative Knowledge Base Embedding for Recommender Systems
inferredcites →https://doi.org/10.1145/2988450.2988454openalex-snapshot
Wide & Deep Learning for Recommender Systems
inferredcites →https://doi.org/10.1145/3038912.3052569openalex-snapshot
Neural Collaborative Filtering
inferredcites →https://doi.org/10.1145/3097983.3098063openalex-snapshot
Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks
inferredcites →https://doi.org/10.1145/3132847.3132889openalex-snapshot
Joint Topic-Semantic-aware Social Recommendation for Online Voting
inferredcites →https://doi.org/10.1145/3209978.3210017openalex-snapshot
Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks
inferredcites →https://doi.org/10.1145/3219819.3219823openalex-snapshot
Deep Interest Network for Click-Through Rate Prediction
inferredcites →https://doi.org/10.1145/3219819.3219890openalex-snapshot
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
inferredcites →https://doi.org/10.1609/aaai.v29i1.9491openalex-snapshot
Learning Entity and Relation Embeddings for Knowledge Graph Completion
inferredcites →https://doi.org/10.48550/arxiv.1509.09292openalex-snapshot
Convolutional Networks on Graphs for Learning Molecular Fingerprints
inferredcites →https://doi.org/10.48550/arxiv.1706.02216openalex-snapshot
Inductive Representation Learning on Large Graphs
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4783049openalex-extracted
Single&Cross: A Graph-Enhanced Framework for Cross-Domain Recommendation with Transfer Learning
inferred← citeshttps://doi.org/10.2139/ssrn.4872577openalex-extracted
Dhdhl: Deep Heterogeneous Dynamic Hypergraph Learning for Recommender Systems
inferred← citeshttps://doi.org/10.1002/cpe.6227openalex-snapshot
Content‐based and knowledge graph‐based paper recommendation: Exploring user preferences with the knowledge graphs for scientific paper recommendation
inferred← citeshttps://doi.org/10.1002/cpe.70030openalex-snapshot
Personalized Self‐Directed Learning Recommendation System Based on Social Knowledge in Distributed Web
inferred← citeshttps://doi.org/10.1002/cpe.7498openalex-snapshot
A multitask recommendation algorithm based on DeepFM and Graph Convolutional Network
inferred← citeshttps://doi.org/10.1002/smr.2673openalex-snapshot
PCG: A joint framework of graph collaborative filtering for bug triaging
inferred← citeshttps://doi.org/10.1002/widm.1570openalex-snapshot
Knowledge Graph for Solubility Big Data: Construction and Applications
inferred← citeshttps://doi.org/10.1002/widm.70012openalex-snapshot
A Systematic Survey of Graph Convolutional Networks for Artificial Intelligence Applications
inferred← citeshttps://doi.org/10.1007/978-1-0716-2197-4_5openalex-snapshot
Deep Learning for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-1-0716-2197-4_7openalex-snapshot
Semantics and Content-Based Recommendations
inferred← citeshttps://doi.org/10.1007/978-3-030-55130-8_1openalex-snapshot
Event-centric Tourism Knowledge Graph—A Case Study of Hainan
inferred← citeshttps://doi.org/10.1007/978-3-030-60029-7_9openalex-snapshot
Effective Knowledge-Aware Recommendation via Graph Convolutional Networks
inferred← citeshttps://doi.org/10.1007/978-3-030-60259-8_33openalex-snapshot
KGWD: Knowledge Graph Based Wide & Deep Framework for Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-030-60259-8_36openalex-snapshot
KASR: Knowledge-Aware Sequential Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-030-62419-4_22openalex-snapshot
Rule-Guided Graph Neural Networks for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-030-63836-8_39openalex-snapshot
Leveraging Knowledge Context Information to Enhance Personalized Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-030-64243-3_13openalex-snapshot
MI-KGNN: Exploring Multi-dimension Interactions for Recommendation Based on Knowledge Graph Neural Networks
inferred← citeshttps://doi.org/10.1007/978-3-030-65310-1_25openalex-snapshot
A Knowledge Graph Based Approach for Mobile Application Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-030-66046-8_6openalex-snapshot
Graph Neural Network Combined Knowledge Graph for Recommendation System
inferred← citeshttps://doi.org/10.1007/978-3-030-72113-8_45openalex-snapshot
GCE: Global Contextual Information for Knowledge Graph Embedding
inferred← citeshttps://doi.org/10.1007/978-3-030-73200-4_9openalex-snapshot
Knowledge-Aware Hypergraph Neural Network for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-030-73216-5_10openalex-snapshot
Ad Click-Through Rate Prediction: A Survey
inferred← citeshttps://doi.org/10.1007/978-3-030-80418-3_29openalex-snapshot
Improving Decision Making Using Semantic Web Technologies
inferred← citeshttps://doi.org/10.1007/978-3-030-82147-0_40openalex-snapshot
Similarity-Based Heterogeneous Graph Attention Network for Knowledge-Enhanced Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-030-84532-2_14openalex-snapshot
KGRN: Knowledge Graph Relational Path Network for Target Prediction of TCM Prescriptions
inferred← citeshttps://doi.org/10.1007/978-3-030-85899-5_6openalex-snapshot
A Probabilistic Inference Based Approach for Querying Associative Entities in Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-3-030-87334-9_23openalex-snapshot
Knowledge Graph Representation Learning for Link Prediction with Three-Way Decisions
inferred← citeshttps://doi.org/10.1007/978-3-030-89092-6_48openalex-snapshot
The Review of Image Processing Based on Graph Neural Network
inferred← citeshttps://doi.org/10.1007/978-3-030-92307-5_89openalex-snapshot
Question Answering over Knowledge Base Embeddings with Triples Representation Learning
inferred← citeshttps://doi.org/10.1007/978-3-030-99191-3_9openalex-snapshot
KPG4Rec: Knowledge Property-Aware Graph for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-00126-0_1openalex-snapshot
MDKE: Multi-level Disentangled Knowledge-Based Embedding for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-03948-5_34openalex-snapshot
A Method on Online Learning Video Recommendation Method Based on Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-3-031-10983-6_16openalex-snapshot
Multi-attention User Information Based Graph Convolutional Networks for Explainable Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-10983-6_29openalex-snapshot
A Rating Prediction Model Based on Knowledge Modeling
inferred← citeshttps://doi.org/10.1007/978-3-031-10983-6_3openalex-snapshot
KIR: A Knowledge-Enhanced Interpretable Recommendation Method
inferred← citeshttps://doi.org/10.1007/978-3-031-15931-2_44openalex-snapshot
Knowledge Graph Bidirectional Interaction Graph Convolutional Network for Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-15931-2_63openalex-snapshot
CKEN: Collaborative Knowledge-Aware Enhanced Network for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-15937-4_35openalex-snapshot
Knowledge-Aware Self-supervised Graph Representation Learning for Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-20309-1_5openalex-snapshot
Simplifying Knowledge-Aware Aggregation for Knowledge Graph Collaborative Filtering
inferred← citeshttps://doi.org/10.1007/978-3-031-20738-9_32openalex-snapshot
Neighborhood Graph Convolutional Networks for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-24197-0_8openalex-snapshot
Graph-Based Recommendation Engine for Stock Investment Decisions
inferred← citeshttps://doi.org/10.1007/978-3-031-24383-7_2openalex-snapshot
Knowledge Graph Enhanced Web API Recommendation via Neighbor Information Propagation for Multi-service Application Development
inferred← citeshttps://doi.org/10.1007/978-3-031-25198-6_19openalex-snapshot
KEP-Rec: A Knowledge Enhanced User-Item Relation Prediction Model for Personalized Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-25201-3_10openalex-snapshot
Eir-Ripp: Enriching Item Representation for Recommendation with Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-3-031-27440-4_40openalex-snapshot
A Unified Framework for Knowledge Inference Based on Heterogeneous Graph Neural Networks
inferred← citeshttps://doi.org/10.1007/978-3-031-28244-7_14openalex-snapshot
Recommendation Algorithm Based on Deep Light Graph Convolution Network in Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-3-031-30672-3_1openalex-snapshot
KRec-C2: A Knowledge Graph Enhanced Recommendation with Context Awareness and Contrastive Learning
inferred← citeshttps://doi.org/10.1007/978-3-031-30672-3_17openalex-snapshot
ML-KGCL: Multi-level Knowledge Graph Contrastive Learning for Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-30672-3_8openalex-snapshot
Dual-View Self-supervised Co-training for Knowledge Graph Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-33023-0_13openalex-snapshot
Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education
inferred← citeshttps://doi.org/10.1007/978-3-031-35507-3_43openalex-snapshot
Multi-modal Knowledge Graph Convolutional Network for Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-39821-6_2openalex-snapshot
User Interaction-Aware Knowledge Graphs for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-44195-0_27openalex-snapshot
Scenic Spot Recommendation Method Integrating Knowledge Graph and Distance Cost
inferred← citeshttps://doi.org/10.1007/978-3-031-46661-8_10openalex-snapshot
Knowledge-Rich Influence Propagation Recommendation Algorithm Based on Graph Attention Networks
inferred← citeshttps://doi.org/10.1007/978-3-031-46661-8_8openalex-snapshot
Multi-level Noise Filtering and Preference Propagation Enhanced Knowledge Graph Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-47240-4_8openalex-snapshot
Disentangled Contrastive Learning for Knowledge-Aware Recommender System
inferred← citeshttps://doi.org/10.1007/978-3-031-52649-7_20openalex-snapshot
Knowledge Graph-Driven Manufacturing Resources Recommendation Method for Ship Pipe Manufacturing Workshop
inferred← citeshttps://doi.org/10.1007/978-3-031-56027-9_14openalex-snapshot
Hypergraphs with Attention on Reviews for Explainable Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-57808-3_27openalex-snapshot
A Recommendation Algorithm Based on Automatic Meta-path Generation and Relationship Aggregation
inferred← citeshttps://doi.org/10.1007/978-3-031-70371-3_12openalex-snapshot
Hyperbolic Contrastive Learning with Model-Augmentation for Knowledge-Aware Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-77318-1_21openalex-snapshot
Enhancing Senior Wellness with Optimized Online Volunteer Services: Presenting a Data-Driven Conceptual Model Using Multimodal Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-031-81048-0_5openalex-snapshot
Attribute-Enhanced Fashion ltem Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-031-87654-7_5openalex-snapshot
Knowledge Data Modeling in Food Recommendation: A Case Study on Nutritional Values
inferred← citeshttps://doi.org/10.1007/978-3-031-94940-1_8openalex-snapshot
Integrating Contextual Information and Attention Mechanism in Recommendation Models
inferred← citeshttps://doi.org/10.1007/978-3-032-02725-2_29openalex-snapshot
Multi-view Cross Contrastive Learning for Multimodal Knowledge Graph Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-032-05817-1_4openalex-snapshot
Leveraging GPT for Concept Generation and Knowledge Graph Construction in Educational Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-3-032-06106-5_2openalex-snapshot
RAE: A Rule-Driven Approach for Attribute Embedding in Property Graph Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-032-14534-5_39openalex-snapshot
Interplay of LDA-EMD for Enhanced Product Recommendation Strategy
inferred← citeshttps://doi.org/10.1007/978-3-032-23544-2_6openalex-snapshot
An Optimized Social Semantic Mining and Denoising Framework for Personalized Recommendation Systems: Review and Analysis
inferred← citeshttps://doi.org/10.1007/978-3-032-29003-8_25openalex-snapshot
Enhancing GraphRAG Using LLM Generated Ontology from Text
inferred← citeshttps://doi.org/10.1007/978-3-032-31236-5_25openalex-snapshot
SHMR: Traditional Chinese Medicine Prescription Recommendation via Multi-graph Neural Networks and Transformer-Based Attention
inferred← citeshttps://doi.org/10.1007/978-981-16-1395-1_1openalex-snapshot
Knowledge Graphs in Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-981-16-5943-0_2openalex-snapshot
Construction of Multimodal Chinese Tourism Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-981-16-6166-2_11openalex-snapshot
Future Research Directions
inferred← citeshttps://doi.org/10.1007/978-981-16-6166-2_8openalex-snapshot
Heterogeneous Graph Representation for Text Mining
inferred← citeshttps://doi.org/10.1007/978-981-16-6471-7_19openalex-snapshot
Multi-stage Knowledge Propagation Network for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-19-4549-6_5openalex-snapshot
Joint Embedding Multiple Feature and Rule for Paper Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-19-4549-6_7openalex-snapshot
GRE: A GAT-Based Relation Embedding Model of Knowledge Graph for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-19-7596-7_15openalex-snapshot
Knowledge-Aware Topological Networks for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-19-8331-3_4openalex-snapshot
A Recommendation Algorithm for Auto Parts Based on Knowledge Graph and Convolutional Neural Network
inferred← citeshttps://doi.org/10.1007/978-981-92-0363-5_17openalex-snapshot
DiffKGR: Diffusion-Based Virtual Edge Generation for Knowledge Graph Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-92-0363-5_18openalex-snapshot
PLRF: A Personalized Learning Recommendation Framework Based on Federated Knowledge Graphs
inferred← citeshttps://doi.org/10.1007/978-981-92-0363-5_20openalex-snapshot
PreFact: Knowledge Propagation Regulating Network Toward Preferred Facts for Knowledge-Aware Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-92-0363-5_21openalex-snapshot
Enhancing Item Understanding in Knowledge Graph-Based Recommendation via Large Language Models
inferred← citeshttps://doi.org/10.1007/978-981-92-1926-1_31openalex-snapshot
Multi-scenario Knowledge-Enhanced Latent Intent Modeling for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-92-3391-5_50openalex-snapshot
KGC-CL - Knowledge Graph Collaborative Contrastive Learning for Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-981-92-3551-3_18openalex-snapshot
Language Over Vectors: Training a Prompt Generation Agent for LLM-Based Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-92-6513-8_5openalex-snapshot
Multi-view LightGCN over a Human Resource Knowledge Graph for Personalised Internal Career Development Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-95-0017-8_12openalex-snapshot
Knowledge Enhanced Global Graph Contrastive Denoising for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-95-0218-9_15openalex-snapshot
Redefining Entity Integration: Theoretical Insights for GNN-Based Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-981-95-2680-2_41openalex-snapshot
Real-Time Personalization of E-Commerce Recommendations Using Graph Neural Networks
inferred← citeshttps://doi.org/10.1007/978-981-95-3001-4_20openalex-snapshot
Explainable Recommendation Using Global Preference Paths on Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-981-95-3343-5_1openalex-snapshot
Progressive Training of Transformer for Knowledge Graph Completion Tasks
inferred← citeshttps://doi.org/10.1007/978-981-95-4094-5_22openalex-snapshot
Enhancing Knowledge Graph-Based Recommendation via Adaptive Graph Neural Networks
inferred← citeshttps://doi.org/10.1007/978-981-95-4155-3_30openalex-snapshot
Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems
inferred← citeshttps://doi.org/10.1007/978-981-95-4158-4_32openalex-snapshot
Harnessing Diverse Perspectives: A Multi-agent Framework for Enhanced Error Detection in Knowledge Graphs
inferred← citeshttps://doi.org/10.1007/978-981-95-4960-3_37openalex-snapshot
Integrating Graph Convolutional Networks and Clustering for Intelligent Recommendation System
inferred← citeshttps://doi.org/10.1007/978-981-95-7896-2_37openalex-snapshot
Enhancing Sequential Recommendation with Knowledge Graph-Based Intent Network
inferred← citeshttps://doi.org/10.1007/978-981-96-0567-5_11openalex-snapshot
Knowledge Graph Relation Patterns Networks for Recommendations
inferred← citeshttps://doi.org/10.1007/978-981-96-0570-5_10openalex-snapshot
Temporal Preference and Knowledge-Aware Collaborative Attentive Network for Electrical Material Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-1490-5_13openalex-snapshot
Personalized Recommendation Algorithm Based on Knowledge Graphs with High-Order Information
inferred← citeshttps://doi.org/10.1007/978-981-96-1809-5_19openalex-snapshot
Hierarchical Knowledge Graph Attention Network for Recommendation Systems
inferred← citeshttps://doi.org/10.1007/978-981-96-2373-0_8openalex-snapshot
SFSGNN: Soft Feature Selection Graph Neural Network for Alleviating Data Sparsity in Click-Through Rate Prediction
inferred← citeshttps://doi.org/10.1007/978-981-96-2409-6_15openalex-snapshot
Graph Neural Network Knowledge Graph Recommendation Model Integrating Deep Domain Information and Important Domain Information
inferred← citeshttps://doi.org/10.1007/978-981-96-6599-0_10openalex-snapshot
AMMCR: Adaptive Multi-view Multi-behavior Contrastive Learning Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-6951-6_20openalex-snapshot
Relation-Fused Attention in Knowledge Graphs For Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-9815-8_19openalex-snapshot
MLCLR: Multi-Level Contrastive Learning Enhanced Knowledge Graph-Based Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-9872-1_34openalex-snapshot
Federated Knowledge Collaborative Recommendation System with Privacy-Preserving
inferred← citeshttps://doi.org/10.1007/978-981-96-9881-3_33openalex-snapshot
Integrating Item Knowledge Graph Embedding for Domain-Level Zero-Shot Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-9894-3_35openalex-snapshot
LightMGCL: Simplifying and Powering Multi-Graph Contrastive Learning Network for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-96-9994-0_19openalex-snapshot
Multi-perspective Attention-Enhanced Knowledge Graph-Based Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-0730-0_9openalex-snapshot
CTAN: Collaborative Tag-Aware Attentive Network for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-2259-4_27openalex-snapshot
Graph-based Dynamic Preference Modeling for Personalized Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-2303-4_24openalex-snapshot
K-PropNet: Knowledge-Enhanced Hybrid Heterogeneous Homogeneous Propagation Network for Recommender System
inferred← citeshttps://doi.org/10.1007/978-981-97-2421-5_8openalex-snapshot
Multi-relational Heterogeneous Graph Attention Networks for Knowledge-Aware Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-3324-8_50openalex-snapshot
Recommendation Based on Knowledge Graph and Graph Neural Network
inferred← citeshttps://doi.org/10.1007/978-981-97-5495-3_9openalex-snapshot
DICES: Diffusion-Based Contrastive Learning with Knowledge Graphs for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-5501-1_20openalex-snapshot
Feature Re-enhanced Meta-Contrastive Learning for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-5555-4_17openalex-snapshot
Self-augmented Contrastive Learning for Knowledge-Aware Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-5555-4_33openalex-snapshot
Cross-view Contrastive Learning Enhanced Heterogeneous Graph Networks for Multi-modal Recipe Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-5569-1_25openalex-snapshot
Common Sense Enhanced Knowledge-based Recommendation with Large Language Model
inferred← citeshttps://doi.org/10.1007/978-981-97-5663-6_34openalex-snapshot
Exploring Personalized Intents with Knowledge Graph for Federated Self-supervised Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-7235-3_6openalex-snapshot
KMIC: A Knowledge-Aware Recommendation with Multivariate Intentions Contrastive Learning
inferred← citeshttps://doi.org/10.1007/978-981-97-7235-3_7openalex-snapshot
Logic Preference Fusion Reasoning on Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-97-7707-5_13openalex-snapshot
Two-Stage Enhancement for Recommendation Systems Based on Contrastive Learning
inferred← citeshttps://doi.org/10.1007/978-981-97-9132-3_5openalex-snapshot
Interpretable Drug Interaction Forecasting: Leveraging Graph Neural Networks with Explainable Artificial Intelligence
inferred← citeshttps://doi.org/10.1007/978-981-97-9431-7_38openalex-snapshot
MCKRL: A Multi-channel Based Multi-graph Knowledge Representation Learning Model
inferred← citeshttps://doi.org/10.1007/978-981-99-2356-4_33openalex-snapshot
Privacy-Preserving Federated Learning Framework in Knowledge Concept Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-99-2446-2_41openalex-snapshot
A Framework of Chinese Vocabulary Smart Fragmented Learning System
inferred← citeshttps://doi.org/10.1007/978-981-99-3250-4_52openalex-snapshot
Building a Product Recommender System Using Knowledge Graph Embedding and Graph Completion
inferred← citeshttps://doi.org/10.1007/978-981-99-7596-9_13openalex-snapshot
CDBMA: Community Detection in Heterogeneous Networks Based on Multi-attention Mechanism
inferred← citeshttps://doi.org/10.1007/978-981-99-8067-3_33openalex-snapshot
Interactive Selection Recommendation Based on the Multi-head Attention Graph Neural Network
inferred← citeshttps://doi.org/10.1007/978-981-99-8073-4_17openalex-snapshot
Multi-view Contrastive Learning for Knowledge-Aware Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-99-8076-5_4openalex-snapshot
Differentiable Topics Guided New Paper Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-99-8141-0_1openalex-snapshot
Paper Recommendation with Multi-view Knowledge-Aware Attentive Network
inferred← citeshttps://doi.org/10.1007/978-981-99-8429-9_32openalex-snapshot
Enhancing Recommender System with Multi-modal Knowledge Graph
inferred← citeshttps://doi.org/10.1007/978-981-99-8546-3_26openalex-snapshot
Multi-view Contrastive Learning Network for Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-99-9896-8_6openalex-snapshot
FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement
inferred← citeshttps://doi.org/10.1007/s00500-023-09340-0openalex-snapshot
An improved model combining knowledge graph and GCN for PLM knowledge recommendation
inferred← citeshttps://doi.org/10.1007/s00521-021-06573-8openalex-snapshot
Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning
inferred← citeshttps://doi.org/10.1007/s00521-021-06859-xopenalex-snapshot
IC-GAR: item co-occurrence graph augmented session-based recommendation
inferred← citeshttps://doi.org/10.1007/s00521-023-08940-zopenalex-snapshot
Multi-component graph collaborative filtering using auxiliary information for TV program recommendation
inferred← citeshttps://doi.org/10.1007/s00521-024-09419-1openalex-snapshot
Enhancing user and item representation with collaborative signals for KG-based recommendation
inferred← citeshttps://doi.org/10.1007/s00521-024-09795-8openalex-snapshot
Residual Graph Convolution Collaborative Filtering with Asymmetric neighborhood aggregation
inferred← citeshttps://doi.org/10.1007/s00521-024-10254-7openalex-snapshot
GCN-SA: a hybrid recommendation model based on graph convolutional network with embedding splicing layer
inferred← citeshttps://doi.org/10.1007/s00521-024-10330-yopenalex-snapshot
A knowledge-enhanced interest segment division attention network for click-through rate prediction
inferred← citeshttps://doi.org/10.1007/s00521-024-10699-wopenalex-snapshot
Enhancing knowledge-aware recommendation with a cross-view contrastive learning
inferred← citeshttps://doi.org/10.1007/s10115-022-01693-6openalex-snapshot
AKUPP: attention-enhanced joint propagation of knowledge and user preference for recommendation systems
inferred← citeshttps://doi.org/10.1007/s10115-022-01709-1openalex-snapshot
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks
inferred← citeshttps://doi.org/10.1007/s10115-023-01949-9openalex-snapshot
Hi-GNN: hierarchical interactive graph neural networks for auxiliary information-enhanced recommendation
inferred← citeshttps://doi.org/10.1007/s10115-024-02158-8openalex-snapshot
Knowledge filter contrastive learning for recommendation
inferred← citeshttps://doi.org/10.1007/s10115-024-02165-9openalex-snapshot
Latent side-information dynamic augmentation for incremental recommendation
inferred← citeshttps://doi.org/10.1007/s10115-025-02345-1openalex-snapshot
K-Bloom: unleashing the power of pre-trained language models in extracting knowledge graph with predefined relations
inferred← citeshttps://doi.org/10.1007/s10115-025-02355-zopenalex-snapshot
Cross-space topological contrastive learning for knowledge graph-aware issue recommendation
inferred← citeshttps://doi.org/10.1007/s10115-025-02376-8openalex-snapshot
KerGNNT: an interpretable graph neural network recommendation model
inferred← citeshttps://doi.org/10.1007/s10115-025-02391-9openalex-snapshot
RKR-GAT: recurrent knowledge-aware recommendation with graph attention network
inferred← citeshttps://doi.org/10.1007/s10115-025-02536-wopenalex-snapshot
Multimodal contrastive learning with hyperbolic geometry for KG-based game recommendation
inferred← citeshttps://doi.org/10.1007/s10462-023-10615-zopenalex-snapshot
Self-evolving reasoning for task-user relationships in mobile crowdsensing via the autonomic knowledge graph
inferred← citeshttps://doi.org/10.1007/s10479-021-04384-7openalex-snapshot
RETRACTED ARTICLE: Advanced lightweight feature interaction in deep neural networks for improving the prediction in click through rate
inferred← citeshttps://doi.org/10.1007/s10489-020-01734-zopenalex-snapshot
Modeling of complex internal logic for knowledge base completion
inferred← citeshttps://doi.org/10.1007/s10489-021-02758-9openalex-snapshot
EKPN: enhanced knowledge-aware path network for recommendation
inferred← citeshttps://doi.org/10.1007/s10489-021-02872-8openalex-snapshot
Improving recommender system via knowledge graph based exploring user preference
inferred← citeshttps://doi.org/10.1007/s10489-022-03235-7openalex-snapshot
Hashing-based semantic relevance attributed knowledge graph embedding enhancement for deep probabilistic recommendation
inferred← citeshttps://doi.org/10.1007/s10489-022-03340-7openalex-snapshot
Connecting latent relationships over heterogeneous attributed network for recommendation
inferred← citeshttps://doi.org/10.1007/s10489-022-03521-4openalex-snapshot
RFAN: Relation-fused multi-head attention network for knowledge graph enhanced recommendation
inferred← citeshttps://doi.org/10.1007/s10489-022-03620-2openalex-snapshot
Social-RippleNet: Jointly modeling of ripple net and social information for recommendation
inferred← citeshttps://doi.org/10.1007/s10489-022-04048-4openalex-snapshot
Entity-driven user intent inference for knowledge graph-based recommendation
inferred← citeshttps://doi.org/10.1007/s10489-022-04300-xopenalex-snapshot
FIRE: knowledge-enhanced recommendation with feature interaction and intent-aware attention networks
inferred← citeshttps://doi.org/10.1007/s10489-023-04539-yopenalex-snapshot
SKGCR: self-supervision enhanced knowledge-aware graph collaborative recommendation
inferred← citeshttps://doi.org/10.1007/s10489-023-04860-6openalex-snapshot
Dual channel group-aware graph convolutional networks for collaborative filtering
inferred← citeshttps://doi.org/10.1007/s10489-023-04914-9openalex-snapshot
Joint modeling of user and item preferences with interaction frequency and attention for knowledge graph-based recommendation
inferred← citeshttps://doi.org/10.1007/s10489-023-05045-xopenalex-snapshot
Knowledge-enhanced multi-task recommendation in hyperbolic space
inferred← citeshttps://doi.org/10.1007/s10489-023-05075-5openalex-snapshot
DOR: a novel dual-observation-based approach for recommendation systems
inferred← citeshttps://doi.org/10.1007/s10489-024-05360-xopenalex-snapshot
V-GMR: a variational autoencoder-based heterogeneous graph multi-behavior recommendation model
inferred← citeshttps://doi.org/10.1007/s10489-024-05548-1openalex-snapshot
Multi-task recommendation based on dynamic knowledge graph
inferred← citeshttps://doi.org/10.1007/s10489-024-05601-zopenalex-snapshot
Multi-head multi-order graph attention networks
inferred← citeshttps://doi.org/10.1007/s10489-024-05634-4openalex-snapshot
FedKGRec: privacy-preserving federated knowledge graph aware recommender system
inferred← citeshttps://doi.org/10.1007/s10489-025-06257-zopenalex-snapshot
Knowledge-aware recommendation based on hypergraph representation learning and transformer model optimization
inferred← citeshttps://doi.org/10.1007/s10489-025-06290-yopenalex-snapshot
A user preference knowledge graph incorporating spatio-temporal transfer features for next POI recommendation
inferred← citeshttps://doi.org/10.1007/s10489-025-06446-wopenalex-snapshot
HKGAT: heterogeneous knowledge graph attention network for explainable recommendation system
inferred← citeshttps://doi.org/10.1007/s10489-025-06766-xopenalex-snapshot
DynKGCL: Contrastive learning for recommendation with dynamic dual-channel positive expansion and adaptive negative sampling
inferred← citeshttps://doi.org/10.1007/s10489-025-07059-zopenalex-snapshot
Knowledge graph enhancement exercise recommendation algorithm based on multi-task learning
inferred← citeshttps://doi.org/10.1007/s10489-026-07316-9openalex-snapshot
PESatNet: Mitigating embedding saturation in knowledge graph recommendation via parameter-embedding synergistic enhancement
inferred← citeshttps://doi.org/10.1007/s10586-024-05089-9openalex-snapshot
Mutural and deep features driven recommender system
inferred← citeshttps://doi.org/10.1007/s10586-026-06481-3openalex-snapshot
Multimodal adaptive fusion knowledge-aware recommendation method
inferred← citeshttps://doi.org/10.1007/s10618-025-01138-yopenalex-snapshot
Does user-end work? User-item-aware knowledge graph convolutional networks for recommendation
inferred← citeshttps://doi.org/10.1007/s10618-026-01261-4openalex-snapshot
Explainable course recommendation with knowledge graphs: a comparative audit of diverse modeling paradigms
inferred← citeshttps://doi.org/10.1007/s10660-025-09978-yopenalex-snapshot
Dynamic heterogeneous graph convolutional networks for click-through rate prediction in recommender systems
inferred← citeshttps://doi.org/10.1007/s10791-024-09439-4openalex-snapshot
Potential factors-embedding group recommendation for online education
inferred← citeshttps://doi.org/10.1007/s10791-024-09467-0openalex-snapshot
Meta concept recommendation based on knowledge graph
inferred← citeshttps://doi.org/10.1007/s10791-025-09553-xopenalex-snapshot
Multi-behavior enhanced group recommendation for smart educational services
inferred← citeshttps://doi.org/10.1007/s10844-022-00743-3openalex-snapshot
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)
inferred← citeshttps://doi.org/10.1007/s10844-023-00778-0openalex-snapshot
Bi-knowledge views recommendation based on user-oriented contrastive learning
inferred← citeshttps://doi.org/10.1007/s10844-024-00900-wopenalex-snapshot
Fine-grained relation contrast enhancement of knowledge graph for recommendation
inferred← citeshttps://doi.org/10.1007/s10844-025-00965-1openalex-snapshot
Comparing data reduction strategies for energy-efficient green recommender systems
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